5 дней назад
AI Engineer (Temporary Contract)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Engineer (Python/LLM): Building a migration platform that uses large language models to generate SQL, mappings, transformation rules, and bidirectional synchronization logic across databases, spreadsheets, and documents with an accent on production LLM integration, validation, and data consistency. Focus on designing reliable prompts, safeguarding generated SQL, classifying sync failures, and versioning approved migration artifacts.
Location: Mexico City, CDMX, Mexico
Company
builds and scales AI-powered software solutions for business transformation across design, development, cloud, data, and artificial intelligence.
What you will do
- Prepare migration context, including functional documentation, source schemas, and target data models, so LLMs can generate accurate mappings in both directions.
- Design and tune prompts for generating queries, mappings, and transformation rules, while reducing rework during human review.
- Validate generated SQL and mappings against data models, including entities, fields, relationships, and constraints.
- Build parameterized queries to detect changes across databases, spreadsheets, and document folders.
- Develop safeguards for LLM-generated SQL and controlled writes to source systems with the Senior Python Developer.
- Classify synchronization failures, automate migration preparation, and version approved artifacts with their source inputs.
Requirements
- 3+ years of software development experience with Python and strong software engineering practices.
- Advanced SQL skills with PostgreSQL, MySQL, and BigQuery.
- Production experience building LLM applications and integrating hosted LLM APIs with structured output and validation.
- Experience with prompt engineering, prompt versioning, fallback strategies, cost and latency optimization, and LLM evaluation.
- Ability to understand and modify partially documented codebases, work autonomously, and handle evolving requirements.
- Advanced English fluency required.
Nice to have
- Experience with data migration or ETL projects.
- Experience with Vertex AI or Gemini.
- Experience extracting data from spreadsheets or documents.
- Experience with MLOps, including CI/CD, observability, and reproducible pipelines.
Culture & Benefits
- 6-month contractor framework with the possibility of extension.
- Work in an AI-native organization focused on scalable products and measurable business impact.
- Culture centered on excellence, teamwork, respect, transparency, and efficient communication.
- Opportunities to learn quickly, take ownership, and collaborate with cross-functional teams.
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